Nicolò Brunello

PhD student, Polytechnic Institute of Milan

Joined

June 2024

Names

Nicolò Brunello (Preferred)

Emails

****@polimi.it (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Polytechnic Institute of Milan (polimi.it)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2023 – Present

Expertise

Natural Language Processing

2023 – 2024

Publications

A Shared Geometry of Difficulty in Multilingual Language Models
Stefano Civelli, Pietro Bernardelle, Nicolò Brunello, Gianluca Demartini
- CoRR 2026
- Readers: Everyone
Exploring Redundancy and Shared Representations for Transformer Models Optimization
Enrico Simionato, Federico Toschi, Nicolò Brunello, Vincenzo Scotti, Andrea Sassella, Mark James Carman
- Submitted to ICLR 2026
- Readers: Everyone
Are complicated loss functions necessary for teaching LLMs to reason?
Gabriele Carrino, Andrea Sassella, Federico Toschi, Nicolò Brunello, Mark James Carman
- Submitted to ICLR 2026
- Readers: Everyone
L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning
Raul Singh, Nicolò Brunello, Vincenzo Scotti, Mark James Carman
- CoRR 2025
- Readers: Everyone
InTraVisTo: Inside Transformer Visualisation Tool
Nicolò Brunello, Davide Rigamonti, Andrea Sassella, Vincenzo Scotti, Mark James Carman
- CoRR 2025
- Readers: Everyone
L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning
Raul Singh, Nicolò Brunello, Vincenzo Scotti, Mark J. Carman
- ICNLSP 2025
- Readers: Everyone
Medical Information Extraction with Large Language Models
Raffaello Fornasiere, Nicolò Brunello, Vincenzo Scotti, Mark J. Carman
- ICNLSP 2024
- Readers: Everyone

Co-Authors